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Showing 6201–6250 of 9169 papers

TitleStatusHype
A Spectral Enabled GAN for Time Series Data Generation—0
Standing on the Shoulders of Machine Learning: Can We Improve Hypothesis Testing?Code0
A Novel CNN-LSTM-based Approach to Predict Urban Expansion—0
Preliminaries on the Accurate Estimation of the Hurst Exponent Using Time Series—0
Variance Reduced Training with Stratified Sampling for Forecasting Models—0
Physical Activity Recognition Based on a Parallel Approach for an Ensemble of Machine Learning and Deep Learning Classifiers—0
Improving Neural Networks for Time Series Forecasting using Data Augmentation and AutoMLCode0
CLPVG: Circular limited penetrable visibility graph as a new network model for time series—0
DTW-Merge: A Novel Data Augmentation Technique for Time Series ClassificationCode0
The Kernel Trick for Nonlinear Factor Modeling—0
Automatic Stockpile Volume Monitoring using Multi-view Stereo from SkySat Imagery—0
Automated data-driven approach for gap filling in the time series using evolutionary learningCode0
Identifying the module structure of swarms using a new framework of network-based time series clustering—0
Forecasting high-frequency financial time series: an adaptive learning approach with the order book data—0
Learning orbital dynamics of binary black hole systems from gravitational wave measurementsCode0
Adaptable Hamiltonian neural networks—0
Time-Series Imputation with Wasserstein Interpolation for Optimal Look-Ahead-Bias and Variance Tradeoff—0
Distributed Online Learning with Multiple Kernels—0
TELESTO: A Graph Neural Network Model for Anomaly Classification in Cloud Services—0
Partially Hidden Markov Chain Linear Autoregressive model: inference and forecastingCode0
Similarity measure for sparse time course data based on Gaussian processesCode0
"Train one, Classify one, Teach one" -- Cross-surgery transfer learning for surgical step recognition—0
Dynamic Social Media Monitoring for Fast-Evolving Online Discussions—0
Deep Video Prediction for Time Series Forecasting—0
AutoAI-TS: AutoAI for Time Series Forecasting—0
Non-stationary GARCH modelling for fitting higher order moments of financial series within moving time windows—0
The SpaceNet Multi-Temporal Urban Development Challenge—0
Optimal Prediction Intervals for Macroeconomic Time Series Using Chaos and NSGA II—0
When is Early Classification of Time Series Meaningful?—0
Model-Attentive Ensemble Learning for Sequence Modeling—0
Neural Pharmacodynamic State Space ModelingCode0
Phase Space Reconstruction Network for Lane Intrusion Action Recognition—0
nTreeClus: a Tree-based Sequence Encoder for Clustering Categorical SeriesCode0
Elastic Similarity and Distance Measures for Multivariate Time SeriesCode0
Approximate Bayes factors for unit root testing—0
Unsupervised Clustering of Time Series Signals using Neuromorphic Energy-Efficient Temporal Neural Networks—0
Composable Generative Models—0
Joint Characterization of Multiscale Information in High Dimensional Data—0
Performance Dependency of LSTM and NAR Beamformers With Respect to Sensor Array Properties in V2I Scenario—0
On the Post-hoc Explainability of Deep Echo State Networks for Time Series Forecasting, Image and Video Classification—0
Robust Domain-Free Domain Generalization with Class-aware Alignment—0
POLA: Online Time Series Prediction by Adaptive Learning Rates—0
Testing for Nonlinear Cointegration under Heteroskedasticity—0
Analysis of EEG data using complex geometric structurization—0
Identification of Phase-Locked Loop System From Its Experimental Time Series—0
Adaptive Weighting Scheme for Automatic Time-Series Data Augmentation—0
Classification of multivariate weakly-labelled time-series with attentionCode0
On the use of generative deep neural networks to synthesize artificial multichannel EEG signals—0
Dynamic Virtual Graph Significance Networks for Predicting InfluenzaCode0
Pattern Sampling for Shapelet-based Time Series Classification—0
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